Pengembangan dan Evaluasi Sistem Pendeteksian Serangan Siber Berbasis Autoencoder pada Intrusion Detection System (IDS) = Development and Evaluation of an Autoencoder-based Cyber Attack Detection System on an Intrusion Detection System (IDS)

Pengembangan Metode Intrusion Detection System berbasis Machine Learning pada tahap seleksi fitur, penyeimbangan kelas, dan ensemble learning = Development of Machine Learning-Based Intrusion Detection System methods at the feature selection, class balancing, and ensemble learning stages

Klasifikasi multi-class data intrusion detection system menggunakan support vector machine dengan pemilihan fitur information gain = The application of multi class support vector machine with feature selection using information gain to intrusion detection system data

Modifikasi arsitektur Deep Convolutional Generative Adversarial Network (DCGAN) untuk oversampling data tabel serta pengaruhnya terhadap performa deteksi Anomaly-Based Network Intrusion Detection System (ANIDS) = Modification of Deep Convolutional Generative Adversarial Network (DCGAN) architecture for tabular data oversampling and its effect on Anomaly-Based Network Intrusion Detection System (ANIDS) detection performance

Monitoring jaringan dan deteksi serangan DoS pada wireless network menggunakan intrusion detection system = Network monitoring and detection of DoS attacks on wireless networks using intrusion detection system